SOTAVerified

BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Showing 86518700 of 10033 papers

TitleStatusHype
Secure Data Sharing With Flow ModelCode0
Explanatory machine learning for sequential human teachingCode0
A Locally Adaptive Interpretable RegressionCode0
(De)Constructing Bias on Skin Lesion DatasetsCode0
PATE-GAN: Generating Synthetic Data with Differential Privacy GuaranteesCode0
Learning Generalizable Device Placement Algorithms for Distributed Machine LearningCode0
Automatic Identification of Traditional Colombian Music Genres based on Audio Content Analysis and Machine Learning TechniqueCode0
Learning Gradual Argumentation Frameworks using Genetic AlgorithmsCode0
Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data ScienceCode0
Agent-Based Model Calibration using Machine Learning SurrogatesCode0
Tunability: Importance of Hyperparameters of Machine Learning AlgorithmsCode0
A Generic Multi-modal Dynamic Gesture Recognition System using Machine LearningCode0
Exploiting Multi-modal Curriculum in Noisy Web Data for Large-scale Concept LearningCode0
Quantum Model Learning Agent: characterisation of quantum systems through machine learningCode0
Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene ClassificationCode0
Exploiting Parallelism Opportunities with Deep Learning FrameworksCode0
COLOGNE: Coordinated Local Graph Neighborhood SamplingCode0
Measuring Compositional Generalization: A Comprehensive Method on Realistic DataCode0
Learning Invariances for Policy GeneralizationCode0
Measuring Compositionality in Representation LearningCode0
Exploration of Parameter Spaces Assisted by Machine LearningCode0
COLA: Decentralized Linear LearningCode0
ExploreKit: Automatic Feature Generation and SelectionCode0
Measuring Dependence with Matrix-based Entropy FunctionalCode0
Evaluating Tree Explanation Methods for Anomaly Reasoning: A Case Study of SHAP TreeExplainer and TreeInterpreterCode0
Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber SecurityCode0
Decoding machine learning benchmarksCode0
Stealing Machine Learning Models via Prediction APIsCode0
Exploring helical dynamos with machine learningCode0
TensorNetwork: A Library for Physics and Machine LearningCode0
TensorNetwork for Machine LearningCode0
A Richly Annotated Corpus for Different Tasks in Automated Fact-CheckingCode0
Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine LearningCode0
Boosting insights in insurance tariff plans with tree-based machine learning methodsCode0
Learning Mechanically Driven Emergent Behavior with Message Passing Neural NetworksCode0
Measuring the quality of Synthetic data for use in competitionsCode0
Quantum Neuron: an elementary building block for machine learning on quantum computersCode0
Exploring Wilderness Characteristics Using Explainable Machine Learning in Satellite ImageryCode0
P-CRITICAL: A Reservoir Autoregulation Plasticity Rule for Neuromorphic HardwareCode0
eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry KeysCode0
Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classificationCode0
Quantum One-class Classification With a Distance-based ClassifierCode0
Automatic Gradient BoostingCode0
Extending Defensive DistillationCode0
Decoding Generic Visual Representations From Human Brain Activity using Machine LearningCode0
A General Machine Learning Framework for Survival AnalysisCode0
A generalized method toward drug-target interaction prediction via low-rank matrix projectionCode0
Turbulence correction with artificial neural networksCode0
Debugging Machine Learning PipelinesCode0
Automatic Generation of Machine Learning Synthetic Data Using ROSCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100Unverified